OpenAI o3
OpenAI
Overall Trust Score
OpenAI's most advanced reasoning model with exceptional performance on complex coding and mathematical tasks. Breakthrough capabilities in HumanEval and advanced problem-solving.
Trust Vector
Performance & Reliability
Industry-leading performance on coding and reasoning tasks. Significantly higher latency due to chain-of-thought reasoning process, but delivers exceptional accuracy.
task accuracy code98
task accuracy reasoning96
task accuracy general94
output consistency93
latency p50Value: 3.2s
latency p95Value: 6.5s
context windowValue: 128,000 tokens
uptime98
Security
Strong security posture with reasoning-enhanced safety checks. Robust resistance to adversarial attacks.
prompt injection resistance88
jailbreak resistance89
data leakage prevention83
output safety87
api security85
Privacy & Compliance
Good privacy practices with opt-out for training data. 30-day data retention for abuse monitoring is longer than some competitors.
data residencyValue: US (primary)
training data optout90
data retentionValue: 30 days
pii handling82
compliance certifications88
zero data retention75
Trust & Transparency
Excellent explainability through chain-of-thought reasoning. Strong hallucination resistance. Training data transparency could be improved.
explainability94
hallucination rate88
bias fairness80
uncertainty quantification86
model card quality87
training data transparency74
guardrails88
Operational Excellence
Excellent operational maturity with mature ecosystem and strong developer experience. Well-maintained SDKs and comprehensive documentation.
api design quality91
sdk quality93
versioning policy85
monitoring observability84
support quality87
ecosystem maturity94
license terms90
✨ Strengths
- •Industry-leading coding performance (91.6% HumanEval)
- •Exceptional mathematical and reasoning capabilities (96.7% MATH)
- •Chain-of-thought reasoning provides transparency and accuracy
- •Strong performance on PhD-level reasoning tasks (87.7% GPQA)
- •Reduced hallucination rate through reasoning process
- •Excellent for complex problem-solving and algorithm development
⚠️ Limitations
- •Higher latency due to reasoning overhead (~3.2s p50, ~6.5s p95)
- •30-day data retention longer than some competitors
- •Premium pricing for reasoning capabilities
- •Not HIPAA eligible
- •Limited regional data residency options
- •Reasoning overhead unnecessary for simple tasks
📊 Metadata
Use Case Ratings
code generation
Industry-leading code generation with 91.6% HumanEval. Exceptional for complex algorithms and competitive programming. Chain-of-thought reasoning helps with architectural decisions.
customer support
Slower response times make it less ideal for real-time support. Better suited for complex troubleshooting requiring deep reasoning.
content creation
Good for technical content requiring accuracy. Reasoning overhead may be unnecessary for creative writing.
data analysis
Excellent for complex data analysis and statistical reasoning. Strong mathematical capabilities.
research assistant
Outstanding for research requiring deep reasoning and mathematical analysis. Chain-of-thought provides detailed explanations.
legal compliance
Strong reasoning capabilities useful for contract analysis. 30-day data retention may be concern for some legal applications.
healthcare
Good analytical capabilities but lacks HIPAA eligibility. Data retention policies may limit healthcare applications.
financial analysis
Exceptional mathematical reasoning and complex financial modeling. Chain-of-thought reasoning provides audit trails.
education
Outstanding for STEM education. Chain-of-thought reasoning shows detailed problem-solving steps.
creative writing
Capable but reasoning overhead unnecessary for creative tasks. Better options available for pure creative writing.